https://github.com/shubham3121/laymon
A Python based library used to visualise features maps of a neural network.
https://github.com/shubham3121/laymon
deep-neural-networks feature-extraction python pytorch
Last synced: 3 days ago
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A Python based library used to visualise features maps of a neural network.
- Host: GitHub
- URL: https://github.com/shubham3121/laymon
- Owner: shubham3121
- License: mit
- Created: 2020-08-13T18:10:05.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-22T19:57:21.000Z (over 4 years ago)
- Last Synced: 2025-05-01T15:16:04.231Z (14 days ago)
- Topics: deep-neural-networks, feature-extraction, python, pytorch
- Language: Python
- Homepage:
- Size: 3.18 MB
- Stars: 6
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.rst
- Changelog: HISTORY.rst
- License: LICENSE
Awesome Lists containing this project
README
========
PyLaymon
========
.. image:: https://img.shields.io/pypi/v/laymon.svg
:target: https://pypi.python.org/pypi/laymon
.. image:: https://readthedocs.org/projects/laymon/badge/?version=latest
:target: https://laymon.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
A package for monitoring and visualizing the layers of a neural network. The motivation behind the project was to provide a tool that can help developers provide a better insight into the different layers of a neural network during the training process. Currently, the package provides the functionality to observe and envision the feature maps of a neural network. For more information refer to the documentation.
Requirements
------------
* pytorch
* matplotlib
Installation
------------
* Installation: ``pip install laymon``
For more details on installation, usage and contribution refer to the documentation.
* Documentation: https://laymon.readthedocs.io.
Features
--------
* Visualizing feature maps
.. image:: art/FeatureMapMonitoring.gif
Credits
-------
The boilerplate for this package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.
.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage